Alexander Cloninger

2.5k total citations · 1 hit paper
32 papers, 1.3k citations indexed

About

Alexander Cloninger is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Mechanics. According to data from OpenAlex, Alexander Cloninger has authored 32 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Artificial Intelligence, 13 papers in Computer Vision and Pattern Recognition and 8 papers in Computational Mechanics. Recurrent topics in Alexander Cloninger's work include Sparse and Compressive Sensing Techniques (7 papers), Image and Signal Denoising Methods (5 papers) and Generative Adversarial Networks and Image Synthesis (4 papers). Alexander Cloninger is often cited by papers focused on Sparse and Compressive Sensing Techniques (7 papers), Image and Signal Denoising Methods (5 papers) and Generative Adversarial Networks and Image Synthesis (4 papers). Alexander Cloninger collaborates with scholars based in United States, Israel and Norway. Alexander Cloninger's co-authors include Uri Shaham, Tingting Jiang, Jonathan Bates, Jared Katzman, Yuval Kluger, Ronald R. Coifman, Wojciech Czaja, Peter J. Basser, Ruiliang Bai and Gal Mishne and has published in prestigious journals such as PLoS ONE, Geophysical Research Letters and IEEE Transactions on Information Theory.

In The Last Decade

Alexander Cloninger

30 papers receiving 1.2k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network

2018 973 citations Jared Katzman, Uri Shaham et al. BMC Medical Research Methodology profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Alexander Cloninger United States	9	529	432	183	152	134	32	1.3k
Jonathan Bates United States	9	444 0.8×	382 0.9×	182 1.0×	153 1.0×	124 0.9×	20	1.1k
Jared Katzman United States	3	437 0.8×	374 0.9×	182 1.0×	145 1.0×	123 0.9×	7	1.0k
Uri Shaham United States	11	748 1.4×	386 0.9×	187 1.0×	325 2.1×	127 0.9×	16	1.6k
Gilles Wainrib France	14	558 1.1×	454 1.1×	118 0.6×	234 1.5×	40 0.3×	35	1.7k
Brandon D. Gallas United States	21	425 0.8×	839 1.9×	517 2.8×	178 1.2×	101 0.8×	83	1.7k
Zhiqiang Liu China	25	464 0.9×	397 0.9×	153 0.8×	70 0.5×	66 0.5×	125	1.8k
Tobias Rydèn Sweden	20	654 1.2×	257 0.6×	144 0.8×	261 1.7×	413 3.1×	55	1.9k
Thomas Ganslandt Germany	20	462 0.9×	282 0.7×	110 0.6×	400 2.6×	41 0.3×	109	1.8k
Κωνσταντίνα Κούρου Greece	10	905 1.7×	570 1.3×	240 1.3×	574 3.8×	32 0.2×	31	2.3k
Kim‐Anh Do United States	14	241 0.5×	91 0.2×	195 1.1×	344 2.3×	144 1.1×	34	1.8k

Countries citing papers authored by Alexander Cloninger

Since Specialization

Citations

This map shows the geographic impact of Alexander Cloninger's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Alexander Cloninger with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alexander Cloninger more than expected).

Fields of papers citing papers by Alexander Cloninger

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Alexander Cloninger. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Alexander Cloninger. The network helps show where Alexander Cloninger may publish in the future.

Co-authorship network of co-authors of Alexander Cloninger

This figure shows the co-authorship network connecting the top 25 collaborators of Alexander Cloninger. A scholar is included among the top collaborators of Alexander Cloninger based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Alexander Cloninger. Alexander Cloninger is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Mishne, Gal, et al.. (2025). On a Generalization of Wasserstein Distance and the Beckmann Problem to Connection Graphs. SIAM Journal on Scientific Computing. 47(5). A2774–A2800.

Cloninger, Alexander, et al.. (2024). Linearized Wasserstein dimensionality reduction with approximation guarantees. Applied and Computational Harmonic Analysis. 74. 101718–101718. 3 indexed citations

Cloninger, Alexander, et al.. (2024). OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transport. Proceedings of the ACM on Management of Data. 2(3). 1–26. 1 indexed citations

Cloninger, Alexander, et al.. (2024). Random Walks, Conductance, and Resistance for the Connection Graph Laplacian. SIAM Journal on Matrix Analysis and Applications. 45(3). 1541–1572. 2 indexed citations

Fialko, Yuri, et al.. (2023). High‐Angle Active Conjugate Faults in the Anza‐Borrego Shear Zone, Southern California. Geophysical Research Letters. 50(21). 2 indexed citations

Cloninger, Alexander, et al.. (2023). Sigma-Delta and distributed noise-shaping quantization methods for random Fourier features. Information and Inference A Journal of the IMA. 13(1).

Cheng, Xiuyuan & Alexander Cloninger. (2022). Classification Logit Two-Sample Testing by Neural Networks for Differentiating Near Manifold Densities. IEEE Transactions on Information Theory. 68(10). 6631–6662. 6 indexed citations

Cloninger, Alexander, et al.. (2021). LDLE: Low Distortion Local Eigenmaps.. PubMed. 22. 1 indexed citations

Vahidian, Saeed, Baharan Mirzasoleiman, & Alexander Cloninger. (2020). Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples.. Uncertainty in Artificial Intelligence. 350–359. 1 indexed citations

10.

Mhaskar, H. N., Xiuyuan Cheng, & Alexander Cloninger. (2020). A Witness Function Based Construction of Discriminative Models Using Hermite Polynomials. Frontiers in Applied Mathematics and Statistics. 6. 4 indexed citations

11.

Katzman, Jared, Uri Shaham, Alexander Cloninger, et al.. (2018). DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network. BMC Medical Research Methodology. 18(1). 24–24. 973 indexed citations breakdown →

12.

Downing, Nicholas S., Alexander Cloninger, Arjun K. Venkatesh, et al.. (2017). Describing the performance of U.S. hospitals by applying big data analytics. PLoS ONE. 12(6). e0179603–e0179603. 12 indexed citations

13.

Cloninger, Alexander. (2017). Prediction models for graph-linked data with localized regression. 7. 25–25. 1 indexed citations

14.

Shaham, Uri, Alexander Cloninger, & Ronald R. Coifman. (2016). Provable approximation properties for deep neural networks. Applied and Computational Harmonic Analysis. 44(3). 537–557. 111 indexed citations

15.

Jamil, Noreen, Xuemei Chen, & Alexander Cloninger. (2015). Hildreth’s algorithm with applications to soft constraints for user interface layout. Journal of Computational and Applied Mathematics. 288. 193–202. 11 indexed citations

16.

Bai, Ruiliang, Alexander Cloninger, Wojciech Czaja, & Peter J. Basser. (2015). Efficient 2D MRI relaxometry using compressed sensing. Journal of Magnetic Resonance. 255. 88–99. 34 indexed citations

17.

Cloninger, Alexander & Wojciech Czaja. (2015). Eigenvector localization on data-dependent graphs. 608–612. 1 indexed citations

18.

Cloninger, Alexander, Wojciech Czaja, Ruiliang Bai, & Peter J. Basser. (2014). Solving 2D Fredholm Integral from Incomplete Measurements Using Compressive Sensing. SIAM Journal on Imaging Sciences. 7(3). 1775–1798. 17 indexed citations

19.

Benedetto, John J., et al.. (2014). Operator based integration of information in multimodal radiological search mission with applications to anomaly detection. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 9073. 90731A–90731A. 4 indexed citations

20.

Cloninger, Alexander, Wojciech Czaja, & Timothy Doster. (2013). A case study on data fusion with overlapping segments. 102. 1–11. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact